期刊文献+
共找到573篇文章
< 1 2 29 >
每页显示 20 50 100
基于Flink的工业大数据实时数仓的设计与实现
1
作者 丁肖 陈辉 +2 位作者 耿兴隆 张艳敏 吴卫宏 《科技传播》 2025年第5期24-27,共4页
探讨基于Flink的工业大数据实时数仓的设计与实现,详细阐述系统架构设计,介绍各层的关键技术实现,如数据源的传输协议要求、数据中间件的技术实现、数据处理层的雪花模型和分层架构设计、数据存储的选择等。同时,针对实时数仓中的数据... 探讨基于Flink的工业大数据实时数仓的设计与实现,详细阐述系统架构设计,介绍各层的关键技术实现,如数据源的传输协议要求、数据中间件的技术实现、数据处理层的雪花模型和分层架构设计、数据存储的选择等。同时,针对实时数仓中的数据可靠性问题,提出了切实可行的解决方案,并对未来加以展望。 展开更多
关键词 Flink Kafka Topic 雪花模型 ClickHouse
在线阅读 下载PDF
AI时代背景下国内智慧医学图书馆研究热点和主题文本挖掘
2
作者 陈芷桐 刘志文 《传播与版权》 2025年第18期42-46,共5页
文章梳理2014-2024年国内智慧医学图书馆研究相关文献,探析AI时代背景下国内智慧医学图书馆研究热点和主题文本挖掘,以期为医学图书馆的智慧化转型和服务升级提供参考。笔者从中国知网(CNKI)期刊数据库中获取2014-2024年国内智慧医学图... 文章梳理2014-2024年国内智慧医学图书馆研究相关文献,探析AI时代背景下国内智慧医学图书馆研究热点和主题文本挖掘,以期为医学图书馆的智慧化转型和服务升级提供参考。笔者从中国知网(CNKI)期刊数据库中获取2014-2024年国内智慧医学图书馆研究相关文献,运用CiteSpace文献可视化工具和BER Topic主题模型方法,借助关键词时间线图谱等,挖掘研究主题,分析研究趋势。笔者发现,AI时代背景下国内智慧医学图书馆的研究热点主题大致可分为服务模式创新、智能技术应用、图书馆发展路径、循证医学服务、馆员与读者互动模式以及信息素养教育等。未来,国内智慧医学图书馆研究将呈现从技术创新到服务赋能、从单一机构到多元主体、从技术本位到人机协同的发展趋势。 展开更多
关键词 AI时代 智慧医学图书馆 CITESPACE BER Topic
在线阅读 下载PDF
Announcement of the 40th Topical Meeting of the International Society of Electrochemistry
3
《电化学(中英文)》 北大核心 2025年第6期65-67,共3页
You are cordially invited to the 40th Topical Meeting of the International Society of Electrochemistry,which will be held from 15 to 17 August 2025 in Changchun,China.Changchun is a City of Science,Education,and Resor... You are cordially invited to the 40th Topical Meeting of the International Society of Electrochemistry,which will be held from 15 to 17 August 2025 in Changchun,China.Changchun is a City of Science,Education,and Resort with a population of more than 9 million. 展开更多
关键词 RESORT Topical Meeting Education China International Society Electrochemistry SCIENCE Changchun
在线阅读 下载PDF
JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING NOTES FOR CONTRIBUTORS
4
《深圳大学学报(理工版)》 北大核心 2025年第4期F0003-F0003,共1页
Aim Journal of Shenzhen University Science and Engineering,a bimonthly journal with its first issuing in 1984,is now administered and sponsored by Shenzhen University and published by the Science Press.It is a peer-re... Aim Journal of Shenzhen University Science and Engineering,a bimonthly journal with its first issuing in 1984,is now administered and sponsored by Shenzhen University and published by the Science Press.It is a peer-reviewed journal that publishes original papers of high scientific value.Innovation is always the starting point for the progress of our journal.We pay more attention to funded projects and major topics during manuscript organization to present the latest scientific and engineering achievements in China,as well as innovations in Shenzhen and Shenzhen University. 展开更多
关键词 scientific value original papers manuscript organization funded projects peer reviewed journal major topics innovation
在线阅读 下载PDF
Neural Mechanisms of Trace in Chinese Topicalized Constructions
5
作者 杨亦鸣 刘涛 《Social Sciences in China》 2014年第1期86-111,共26页
Trace theory is a very important linguistic hypothesis within the framework of Generative Grammar. But whether the theory is correct, namely whether the assumed empty trace exists in syntactic representation, must be ... Trace theory is a very important linguistic hypothesis within the framework of Generative Grammar. But whether the theory is correct, namely whether the assumed empty trace exists in syntactic representation, must be verified by experiments concerning the neural mechanisms of language. On the basis of Generative Grammar, the current study uses event- related potentials (ERP) to examine the neural mechanism of trace in Chinese topicalized constructions. The results show that three types of waves (a sustained negativity, a negativity elicited by the verb and a P600 elicited at the sentence-final position) are observed in the processing of Chinese topicalized constructions. These neural electrophysiological indexes indicate that the sentence-initial topic does leave a trace in the position out of which it moves, i.e. the sentence-final position, suggesting that there is a syntactic dependency between the topic and its trace. Consequently, we draw the conclusion that trace is neurologically supported in Chinese topicalized constructions and trace theory isneurophysiologically viable. Meanwhile, the study also adds neural evidence to the view that Chinese topicalized constructions are structures derived from syntactic movement. 展开更多
关键词 TRACE topicalized construction neural mechanism event-related potentials
原文传递
Research on the hysteresis effect of topic related evolution for emerging trends prediction
6
作者 Ziqiang Liu Haiyun Xu +1 位作者 Lixin Yue Zenghui Yue 《Journal of Data and Information Science》 2025年第3期52-77,共26页
Purpose:The study examines the synergy and hysteresis in the evolution of funding and its supported literature,depicts their temporal correlation mechanism,which aids in improving trend predictions.Design/methodology/... Purpose:The study examines the synergy and hysteresis in the evolution of funding and its supported literature,depicts their temporal correlation mechanism,which aids in improving trend predictions.Design/methodology/approach:The study uses the LDA model to identify topics in funding texts and supported papers.A cosine similarity algorithm was employed to estimate the nexus between topics and construct the topic evolution time series.Similarly,the hysteresis effect in topic evolution is analyzed based on topic popularity and content,leading to insights into their temporal correlation mechanism.Findings:The study finds that fund and sponsored paper topics exhibit strong collaboration with a noticeable lag in evolution.The fund topics significantly influence sponsored paper topics after a two-year lag.Moreover,the lag effect is inversely proportional to the topic’s similarity.Research limitations:We use the LDA model to determine the hysteresis effect in topic evolution despite its limitations in handling long-tail words and domain-specific vocabulary.Furthermore,the timing of the emergence of the focal topic in funds is undermined,affecting the findings.Practical implications:These findings enhance the accuracy and scientific validity of trend prediction.Estimating and identifying patterns can help technology managers anticipate future research hotspots,supporting informed decision-making and technology management.Originality/value:This study introduces a research framework to quantitatively and visually analyze the hysteresis effect,revealing the correlation and evolutionary patterns between fund research topics and their funded papers. 展开更多
关键词 Emerging trend prediction Topic association Topic evolution Hysteresis effect Lag period
在线阅读 下载PDF
Swallowed topical steroid maintenance therapy for eosinophilic esophagitis:A systematic review and meta-analysis
7
作者 Yi-Zhong Wu Megan Kudlak +6 位作者 Manuel Garza Alexander Grieme Kyle S Liu James J Kwon Eric R Smith Erica Yatsynovich Bryce Bushe 《World Journal of Meta-Analysis》 2025年第2期90-97,共8页
BACKGROUND Eosinophilic esophagitis(EoE)is a chronic inflammatory disorder presenting as symptoms of dysphagia,esophageal food impaction,chest pain,and heartburn.After an initial trial of proton pump inhibitor(PPI)the... BACKGROUND Eosinophilic esophagitis(EoE)is a chronic inflammatory disorder presenting as symptoms of dysphagia,esophageal food impaction,chest pain,and heartburn.After an initial trial of proton pump inhibitor(PPI)therapy,swallowed topical corticosteroids(STC)are effective as induction therapy for EoE.However,out-come data for STC as a maintenance strategy is limited.RESULTS Three randomized control trials and one observational study were included,involving 303 patients(189 in the STC group,114 in the placebo-controlled group).Analysis showed that histologic recurrence was significantly lower with STC(OR:0.04,95%CI:0.01-0.28,P<0.00001,I^(2)=78%).Overall symptom recurrence was similar between groups(OR:0.23,95%CI:0.02-3.54,P=0.29,I^(2)=92%).On sensitivity analysis,symptom recurrence was significantly lower in the STC group(OR:0.05,95%CI:0.02-0.17,P=0.00001,I^(2)=39%).Odds of repeat dilation were significantly lower in the STC group(OR:0.14,95%CI:0.02-0.91,P=0.04,I^(2)=0%).Candida infection rates were similar between groups(OR:6.13,95%CI:0.85-44.26,P=0.07,I^(2)=24%).Proportion of concomitant PPI use was similar between groups(OR:1.64,95%CI:0.83-3.21,P=0.15,I^(2)=0%).CONCLUSION For patients who successfully achieved remission of EoE with STC induction therapy,maintaining treatment is effective in sustaining histologic remission,while newer regimens may be effective in preventing symptom recurrence compared to placebo.We found no significant difference for oropharyngeal/esophageal candidiasis with STC maintenance therapy.Future studies with longer follow-up periods are needed. 展开更多
关键词 Eosinophilic esophagitis Maintenance Therapy Swallowed topical corticosteroids HISTOLOGIC RECURRENCE SYMPTOMS
暂未订购
Disseminated herpes simplex virus type 1 treated with ixekizumab in a patient with erythrodermic psoriasis:A case report
8
作者 Ahmad Berjawi Rana Attieh +3 位作者 Marcella Younes Karen Beydoun Issam Fassih Zeina Tannous 《World Journal of Clinical Cases》 2025年第33期111-118,共8页
BACKGROUND Erythrodermic psoriasis(EP)is a rare and life-threatening form of psoriasis associated with significant morbidity and mortality.Systemic immunosuppre-ssive therapies are often required but may predispose to... BACKGROUND Erythrodermic psoriasis(EP)is a rare and life-threatening form of psoriasis associated with significant morbidity and mortality.Systemic immunosuppre-ssive therapies are often required but may predispose to opportunistic infections.Disseminated herpes simplex virus type-1(HSV-1)is an unusual complication in otherwise immunocompetent patients and has not been reported in association with ixekizumab therapy for EP.CASE SUMMARY We describe a 49-year-old man with longstanding severe plaque psoriasis,liver cirrhosis,and bipolar disorder who developed EP involving>90%of body surface area[Psoriasis Area and Severity Index(PASI)45].Following initial stabil-ization,he was admitted to the intensive care unit(ICU)with hemodynamic instability,leukocytosis with eosinophilia,and diffuse desquamation.Ixekizumab was initiated with high-dose topical clobetasol.During his ICU stay,he developed recurrent bacteremias and neurologic decline(Glasgow Coma Scale 7/15),fo-llowed by the appearance of widespread vesicles and hemorrhagic crusts.HSV-1 infection was confirmed by polymerase chain reaction(PCR).Immunosuppressive therapy was withheld,and intravenous acyclovir was started,leading to progre-ssive improvement.After ten days,ixekizumab was reintroduced with careful monitoring,resulting in marked clinical improvement(PASI 9.7 at six weeks).The patient remained stable on long-term follow-up with oral acyclovir prophylaxis.CONCLUSION This case highlights the diagnostic and therapeutic challenges of managing EP in the setting of biologic therapy.Disseminated cutaneous HSV-1 should be considered in immunosuppressed patients presenting with new vesicular eruptions,and prompt PCR testing with early antiviral therapy is essential.A multidisciplinary approach is critical to balance immunosuppression for disease control with infection risk. 展开更多
关键词 ERYTHRODERMA PSORIASIS Disseminated herpes Ixekizumab Topical steroids Case report
暂未订购
Journal of Sport and Health Science Guide for Authors
9
《Journal of Sport and Health Science》 2025年第6期F0002-F0002,共1页
Please visit https://www.sciencedirect.com/journal/journal-of-sport-and-health-science for the detailed version of Guide for Authors.Aims The Journal of Sport and Health Science(JSHS)is a peer-reviewed,international,m... Please visit https://www.sciencedirect.com/journal/journal-of-sport-and-health-science for the detailed version of Guide for Authors.Aims The Journal of Sport and Health Science(JSHS)is a peer-reviewed,international,multidisciplinary scientific journal dedicated to the advancement of sport,exercise,physical activity,and health sciences.JSHS publishes original and impactful research,topical reviews,editorials,opinion,and commentary papers relating physical and mental health,injury and disease prevention,traditional Chinese exercise,and human performance.Through a distinguished,carefully selected international editorial board,JSHS has adopted the highest academic standards,impeccable integrity,and an efficient publication platform. 展开更多
关键词 EDITORIALS EXERCISE original research topical reviews health sciences SPORT COMMENTARY physical activity
在线阅读 下载PDF
Topical losartan for treating corneal haze after Pseudomonas keratitis:a case report
10
作者 Fabrizio D’Ancona Pier Luigi Surico +4 位作者 Rosario Alfio Umberto Lizzio Gabriele D’Ancona Luca Marelli Stefano Mattioli Paolo Nucci 《Annals of Eye Science》 2025年第1期14-21,共8页
Background:Corneal scarring following bacterial keratitis,particularly from Pseudomonas infections,poses significant challenges in ophthalmic care.Current treatments often fall short in effectively reducing corneal ha... Background:Corneal scarring following bacterial keratitis,particularly from Pseudomonas infections,poses significant challenges in ophthalmic care.Current treatments often fall short in effectively reducing corneal haze and restoring vision.To our knowledge,this is the first report documenting the use of topical losartan,an angiotensin II receptor antagonist known to inhibit the transforming growth factor-β(TGF-β)pathway,for treating corneal haze resulting from bacterial keratitis.Case Description:A 30-year-old male presented with a persistent corneal scar in his right eye,178 days post-Pseudomonas keratitis.Despite a prolonged course of topical corticosteroids,his best-corrected visual acuity(BCVA)stabilized at 20/40 with a hybrid contact lens over a 2-month period.Given the lack of improvement,we initiated treatment with topical losartan at a concentration of 0.8 mg/mL,administered six times daily.After 4 months of therapy,the patient’s BCVA improved to 20/25.Slit-lamp examination and corneal tomography revealed a significant reduction in corneal haze,indicating a positive response to the treatment.Conclusions:This case suggests that topical losartan may be a promising therapeutic option for reducing corneal opacity following bacterial keratitis by inhibiting the TGF-βpathway.However,further clinical studies are necessary to confirm its efficacy and safety in broader patient populations. 展开更多
关键词 Pseudomonas kerititis corneal scar HAZE topical losartan case report
暂未订购
Knowledge map of online public opinions for emergencies
11
作者 GUAN Shuang FANG Zihan WANG Changfeng 《Journal of Systems Engineering and Electronics》 2025年第2期436-445,共10页
With the popularization of social media,public opi-nion information on emergencies spreads rapidly on the Internet,the impact of negative public opinions on an event has become more significant.Based on the organizati... With the popularization of social media,public opi-nion information on emergencies spreads rapidly on the Internet,the impact of negative public opinions on an event has become more significant.Based on the organizational form of public opinion information,the knowledge graph is used to construct the knowledge base of public opinion risk cases on the emer-gency network.The emotion recognition model of negative pub-lic opinion information based on the bi-directional long short-term memory(BiLSTM)network is studied in the model layer design,and a linear discriminant analysis(LDA)topic extraction method combined with association rules is proposed to extract and mine the semantics of negative public opinion topics to real-ize further in-depth analysis of information topics.Focusing on public health emergencies,knowledge acquisition and knowl-edge processing of public opinion information are conducted,and the experimental results show that the knowledge graph framework based on the construction can facilitate in-depth theme evolution analysis of public opinion events,thus demon-strating important research significance for reducing online pub-lic opinion risks. 展开更多
关键词 knowledge graph sentiment classification topic extraction association rule.
在线阅读 下载PDF
Instructional Modules for Constructivist Environmental Learning in Science,Technology and Society(STS)Subject
12
作者 Randy M.Ayong 《Journal of Environmental & Earth Sciences》 2025年第4期126-137,共12页
Modules enable students to engage with content at their own pace,fostering autonomy and deeper understanding.The modular approach ensures clarity in presenting objectives,instructions,and concepts,while having illustr... Modules enable students to engage with content at their own pace,fostering autonomy and deeper understanding.The modular approach ensures clarity in presenting objectives,instructions,and concepts,while having illustrations,activities,and assessments could enhance comprehension and retention.This paper was a developmental study on STS module for college students using the ADDIE Model(Analysis,Design,Development,Implementation,and Evaluation).Sampled 673 first-year students from Northwest Samar State University participated in the study,with 299 participating in a test try-out and 374 in the students’performance evaluation.Three expert evaluators with backgrounds in science,English,and psychology,each with over four years of experience,assessed the modules to ensure alignment with the study’s constructivist learning goals and instructional integrity.The findings revealed that both students and experts had rated the instructional module positively,indicating its effectiveness in facilitating learning and completing lessons.Key aspects such as the style of illustrations and written expressions,the usefulness of learning activities,and the guidance provided by illustrations and captions were especially well-received.The module was praised for its clear objectives,understandable instructions,and engaging tasks like trivia and puzzles.Expert evaluations highlighted relevance,simplicity,and balanced emphasis on topics in the module content.Furthermore,students in test group demonstrated significant improvement in performance,with post-test scores notably higher than pre-test scores,confirming the module’s effectiveness in enhancing learning outcomes.Consequently,this paper provides an opportunity to integrate science learning with initiatives aimed at promoting environmental preservation and driving social change. 展开更多
关键词 Instructional Module Environmental Topics Higher Education Curriculum Development Environmental Education
在线阅读 下载PDF
Information for Contributors
13
《Optoelectronics Letters》 2025年第8期F0003-F0003,共1页
The goal of Optoelectronics Letters is to rapidly report original,new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges.Optoelectronics Let... The goal of Optoelectronics Letters is to rapidly report original,new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges.Optoelectronics Letters pays a particular attention to the cross topic between photonics and electronics. 展开更多
关键词 advance international academic exchangesoptoelectronics letters cross topic optoelectronics letters OPTOELECTRONICS academic exchanges PHOTONICS
原文传递
Bibliometric study as a decision aid for biomedical research design
14
作者 Shu-Meng Shen Wen-Hao Wang Zheng-Wei Huang 《Medical Data Mining》 2025年第4期96-99,共4页
Introduction Since the 21st century,the biomedical field has gained increasing attention.The biomedical field mainly encompasses biology,materials science,pharmacology,and drug delivery,etc.These areas hold significan... Introduction Since the 21st century,the biomedical field has gained increasing attention.The biomedical field mainly encompasses biology,materials science,pharmacology,and drug delivery,etc.These areas hold significant importance for human society in terms of health protection,disease diagnosis and treatment,via medical technology innovation and drug development.Consequently,scientists place great emphasis on research in this domain.It must be noted that the research process in biomedicine mainly includes topic selection,experimentation,analysis,and summary.Among these,topic selection is a critical step that affects the entire process.This topic selection not only clarifies the direction and objectives of the study but also provides a clear framework for subsequent research,thereby ensuring scientific rigor and effectiveness while laying a solid foundation for the result analysis.Thus,how to approach topic selection is a crucial issue that requires careful consideration. 展开更多
关键词 research design topic selection drug developmentconsequentlyscientists bibliometric study scientific rigor biomedical field drug deliveryetcthese medical technology innovation
在线阅读 下载PDF
Information for Contributors
15
《Optoelectronics Letters》 2025年第6期F0003-F0003,共1页
The goal of Optoelectronics Letters is to rapidly report original,new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges.Optoelectronics Let... The goal of Optoelectronics Letters is to rapidly report original,new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges.Optoelectronics Letters pays a particular attention to the cross topic between photonics and electronics. 展开更多
关键词 advance international academic exchangesoptoelectronics letters cross topic optoelectronics letters OPTOELECTRONICS academic exchanges PHOTONICS
原文传递
GLMTopic:A Hybrid Chinese Topic Model Leveraging Large Language Models
16
作者 Weisi Chen Walayat Hussain Junjie Chen 《Computers, Materials & Continua》 2025年第10期1559-1583,共25页
Topic modeling is a fundamental technique of content analysis in natural language processing,widely applied in domains such as social sciences and finance.In the era of digital communication,social scientists increasi... Topic modeling is a fundamental technique of content analysis in natural language processing,widely applied in domains such as social sciences and finance.In the era of digital communication,social scientists increasingly rely on large-scale social media data to explore public discourse,collective behavior,and emerging social concerns.However,traditional models like Latent Dirichlet Allocation(LDA)and neural topic models like BERTopic struggle to capture deep semantic structures in short-text datasets,especially in complex non-English languages like Chinese.This paper presents Generative Language Model Topic(GLMTopic)a novel hybrid topic modeling framework leveraging the capabilities of large language models,designed to support social science research by uncovering coherent and interpretable themes from Chinese social media platforms.GLMTopic integrates Adaptive Community-enhanced Graph Embedding for advanced semantic representation,Uniform Manifold Approximation and Projection-based(UMAP-based)dimensionality reduction,Hierarchical Density-Based Spatial Clustering of Applications with Noise(HDBSCAN)clustering,and large language model-powered(LLM-powered)representation tuning to generate more contextually relevant and interpretable topics.By reducing dependence on extensive text preprocessing and human expert intervention in post-analysis topic label annotation,GLMTopic facilitates a fully automated and user-friendly topic extraction process.Experimental evaluations on a social media dataset sourced from Weibo demonstrate that GLMTopic outperforms Latent Dirichlet Allocation(LDA)and BERTopic in coherence score and usability with automated interpretation,providing a more scalable and semantically accurate solution for Chinese topic modeling.Future research will explore optimizing computational efficiency,integrating knowledge graphs and sentiment analysis for more complicated workflows,and extending the framework for real-time and multilingual topic modeling. 展开更多
关键词 Topic modeling large language model deep learning natural language processing text mining
在线阅读 下载PDF
Information for Contributors
17
《Optoelectronics Letters》 2025年第4期F0003-F0003,共1页
The goal of Optoelectronics Letters is to rapidly report original, new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges. Optoelectronics L... The goal of Optoelectronics Letters is to rapidly report original, new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges. Optoelectronics Letters pays a particular attention to the cross topic between photonics and electronics. 展开更多
关键词 cross topic optoelectronics letters OPTOELECTRONICS PHOTONICS international academic exchanges advance international academic exchanges
原文传递
Information for Contributors
18
《Optoelectronics Letters》 2025年第3期F0003-F0003,共1页
The goal of Optoelectronics Letters is to rapidly report original,new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges.Optoelectronics Let... The goal of Optoelectronics Letters is to rapidly report original,new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges.Optoelectronics Letters pays a particular attention to the cross topic between photonics and electronics. 展开更多
关键词 advance international academic exchangesoptoelectronics letters cross topic optoelectronics letters OPTOELECTRONICS academic exchanges PHOTONICS
原文传递
Information for Contributors
19
《Optoelectronics Letters》 2025年第9期F0003-F0003,共1页
The goal of Optoelectronics Letters is to rapidly report original,new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges.Optoelectronics Let... The goal of Optoelectronics Letters is to rapidly report original,new and important results in the fields of photonics and optoelectronics in English to advance the international academic exchanges.Optoelectronics Letters pays a particular attention to the cross topic between photonics and electronics. 展开更多
关键词 advance international academic exchangesoptoelectronics letters cross topic optoelectronics letters OPTOELECTRONICS academic exchanges PHOTONICS
原文传递
Empathetic Response Generation Based on Topic Shifting
20
作者 Lili Yin Xiaoqiang Du Hengwen Gu 《Journal of Harbin Institute of Technology(New Series)》 2025年第5期65-73,共9页
The current dialogue system can be sensitive to the emotions in the user's words,generating an empathetic response to help calm the user's emotions.But in some cases,eliciting empathetic responses may not adeq... The current dialogue system can be sensitive to the emotions in the user's words,generating an empathetic response to help calm the user's emotions.But in some cases,eliciting empathetic responses may not adequately mitigate the adverse effects that the current conversation topic is having on users.The dialogue system will continue the conversation with the user under this uncomfortable topic,which will lead to a worse chat situation or even an impasse.To solve this problem,a dialogue system that can change the topic autonomously according to the user's emotions is proposed in this paper.Specifically,the dialogue system first collects the emotional semantic information of the users and then detects it according to the emotion classification module.Once the detection results show that the user is in a bad mood,the topic change module selects a new topic from the context to shift to and generates a response.This not only helps to calm the user's mood but also move the conversation to a new area,steering the user away from the uncomfortable topic.The experimental results show that the proposed method incurs less cost in terms of content quality,but improves the emotional perception ability.Additionally,it endows the dialogue system with the ability to change the topic,and improves the user's dialogue experience. 展开更多
关键词 topic shifting empathetic response emotion classification
在线阅读 下载PDF
上一页 1 2 29 下一页 到第
使用帮助 返回顶部